{"id":"W4414300240","doi":"10.1136/bmjopen-2024-098025","title":"Advocates, Academics, Survivors and Clinicians to END Intimate Partner Violence (ASCEND-IPV) initiative: a prospective observational case–control study protocol to identify plasma biomarkers of intimate partner violence (IPV)-caused brain injury (BI)","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; Okanagan College; University of Victoria; University of Calgary; Fraser Health; Vancouver Island University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Peer Reviewed Alzheimer’s Research Program; Congressionally Directed Medical Research Programs; Canadian Institutes of Health Research; Fondation Brain Canada","keywords":"Domestic violence; Observational study; Protocol (science); Research ethics; Human factors and ergonomics; Occupational safety and health; Poison control; Suicide prevention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01348308,0.002622612,0.003294775,0.002406438,0.003738106,0.002091227,0.002481263,0.003129183,0.01255765],"category_scores_gemma":[0.009749169,0.002341211,0.001765061,0.002241122,0.001835595,0.002416338,0.002209626,0.002287792,0.003672611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646267,"about_ca_system_score_gemma":0.009741544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006141796,"about_ca_topic_score_gemma":0.007894666,"domain_scores_codex":[0.9912062,0.004132072,0.001430102,0.001695358,0.0007722654,0.0007639155],"domain_scores_gemma":[0.9949782,0.0008068747,0.001379364,0.0006445789,0.001402862,0.0007881895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.221912,0.1356075,0.4018709,0.01778127,0.004406412,0.005223069,0.01566927,0.00308394,0.007317537,0.01020811,0.08047819,0.09644178],"study_design_scores_gemma":[0.2407727,0.1110911,0.4767019,0.00885832,0.003048801,0.002329087,0.01166852,0.01146651,0.003262032,0.009747675,0.1201292,0.0009240851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.08301908,0.0008360252,0.007395137,0.0006249912,0.0003024705,0.8964518,0.008856893,0.00009786926,0.00241574],"genre_scores_gemma":[0.05374739,0.0003548591,0.007300762,0.0005606022,0.000116163,0.9347454,0.002231783,0.00001225953,0.000930769],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01348308,"threshold_uncertainty_score":0.07130617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208479116457603,"score_gpt":0.4935806713643009,"score_spread":0.3727327597185407,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}